Machine learning web app to predict user glucose levels
Python
Nudge in Streamlit
This Streamlit app displays user glucose levels with machine learning predictions of future glucose levels 30 minutes in advance
The goal is to provide user with advance warning of high glucose levels
Summary stats describe weekly glucose behavior
Machine learning model uses linear regression and random forest to create an averaged prediction which performs better than either alogorithm independently
